{"id":"W4283583535","doi":"10.17504/protocols.io.8epv595mjg1b/v1","title":"[RETRACTED] https://www.facebook.com/ViaKetoUK/ v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weight loss; Product (mathematics); Order (exchange); Advertising; Medicine; Psychology; Internet privacy; Computer science; Business; Obesity; Mathematics; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005902756,0.0004384064,0.0007994,0.0002831176,0.0001493358,0.0000593846,0.0004168733,0.000541046,0.1790566],"category_scores_gemma":[0.001066847,0.0003284335,0.0004008721,0.0001858098,0.0001450095,0.00003691369,0.001503983,0.004014379,0.004808011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883939,"about_ca_system_score_gemma":0.001268458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004380927,"about_ca_topic_score_gemma":0.00002101771,"domain_scores_codex":[0.995609,0.0001628335,0.0004956393,0.0008598315,0.002101418,0.0007712697],"domain_scores_gemma":[0.9970043,0.0002868845,0.000126699,0.001203495,0.0001438964,0.001234776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002095267,0.005137994,0.03567283,0.003045103,0.004581472,0.01352519,0.0004391708,0.0000169327,0.0008024718,0.004871838,0.7322465,0.1975653],"study_design_scores_gemma":[0.005241078,0.001375974,0.02369714,0.0005058498,0.0005319241,0.0001000511,0.0002636614,0.001115505,0.001042051,0.003248965,0.9621949,0.0006828962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0583306,0.001026453,0.0004943567,0.008921129,0.001325848,0.003977587,0.0001401316,0.0004833783,0.9253005],"genre_scores_gemma":[0.4112317,0.001409973,0.001672141,0.00260417,0.0007423639,0.001470883,0.002070958,0.0001230644,0.5786748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3529011,"threshold_uncertainty_score":0.9999168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07138039045565948,"score_gpt":0.3899996449477813,"score_spread":0.3186192544921219,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}